Detecting brain tumor using deep neural networks from MRI images

Detecting brain tumor using deep neural networks from MRI images

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Manylion Llyfryddiaeth
Prif Awduron:	Imamuzzaman, A.S.M., Sakline, Redwan Islam, Junaed, Sayed Rafi, Hossain, Mohammad Iqbal, Das, Dipto
Awduron Eraill:	Alam, Md. Ashraful
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	CNN VGG16 ResNet50 Brain Tumor
Mynediad Ar-lein:	http://hdl.handle.net/10361/15203

Eitemau Tebyg

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
gan: Haque, Hossain MD. Hasibul, et al.
Cyhoeddwyd: (2024)

An Efficient deep learning approach to detect Brain Tumor using MRI images
gan: Islam, Annur Tasnim, et al.
Cyhoeddwyd: (2022)

A review on the occurrence of brain tumor in adults and pediatrics and the associated risk factors
gan: Bhuiya, Nabila
Cyhoeddwyd: (2023)

Pattern of brain tumor among admitted patients in a specialized center of Dhaka city: a cross sectional study
gan: Tuly, Tangia Islam
Cyhoeddwyd: (2018)

Brain tumor segmentation from MRI images using convolutional neural networks
gan: Khan, Mushfiqur Rahman
Cyhoeddwyd: (2024)

Identifying brain abnormalities using image processing and CNN models
gan: Talukder, Ismat Shehrin, et al.
Cyhoeddwyd: (2021)

Homomorphic encryption on deep learning in accurate prediction of brain tumour
gan: Sarwar, Arafat, et al.
Cyhoeddwyd: (2023)

Semantic segmentation of tumor from 3D Structural MRI using U-Net Autoencoder
gan: Farzana, Maisha, et al.
Cyhoeddwyd: (2021)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
gan: Ali, Syed Muaz
Cyhoeddwyd: (2023)

An efficient ML approach to detect brain tumor using MRI images
gan: Muktadir, MD. Arafat, et al.
Cyhoeddwyd: (2024)

An efficient approach for binary classification in brain tumor detection using convolutional neural network
gan: Islam, MD. Arman, et al.
Cyhoeddwyd: (2023)

Bone age comparison using convolutional neural network
gan: Nawaz, Fariha, et al.
Cyhoeddwyd: (2019)

Detection and 3D visualization of Brain tumor using deep learning and polynomial interpolation
gan: Tuhin, Md. Akram Hossan, et al.
Cyhoeddwyd: (2019)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
gan: Tasnim, Sadia, et al.
Cyhoeddwyd: (2023)

Segmentation based Kidney Tumor Classification using Deep Neural Network
gan: Mehedi, Md Humaion Kabir, et al.
Cyhoeddwyd: (2022)

Covid-19 infected lung detection using machine learning
gan: Islam, Md. Muntaha, et al.
Cyhoeddwyd: (2022)

Comparison of different CNN architectures for brain tumor detection using fMRI
gan: Mashiat, Afsara, et al.
Cyhoeddwyd: (2021)

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
gan: Akhter, Nasrin
Cyhoeddwyd: (2023)

Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance
gan: Hossain, Shah Md. Shakhawath, et al.
Cyhoeddwyd: (2024)

Automatic brain tumor segmentation using U-ResUNet chain model approach
gan: Alam, Mohd Tanjeem, et al.
Cyhoeddwyd: (2022)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
gan: Khisa, Pushpakali, et al.
Cyhoeddwyd: (2024)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
gan: Choudhury, Prionto Kumar, et al.
Cyhoeddwyd: (2024)

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
gan: Sarmi, Kaniz Fatima, et al.
Cyhoeddwyd: (2022)

Brain-Gain in Bangladesh: What makes it possible?
gan: Rahman, Shahidur
Cyhoeddwyd: (2016)

Speech command classification based on deep neural networks
gan: Hossain, Md. Sakib, et al.
Cyhoeddwyd: (2023)

Nanomaterials for diagnosis and treatment of brain cancer
gan: Tonny, Tamanna Shahrin
Cyhoeddwyd: (2024)

Pediatric traumatic brain injury /
gan: Snow, Jeffrey H.
Cyhoeddwyd: (1994)

Citrus leaf disease detection by image processing
gan: Chowdhury, Mahir Faisal, et al.
Cyhoeddwyd: (2024)

An efficient face recognition model using multiple angular images and deep neural network architecture
gan: Subah, Silma, et al.
Cyhoeddwyd: (2024)

Skin lesion classification using different CNN models
gan: Oli, Md. Yahea Sultan
Cyhoeddwyd: (2023)

An interpretable deep learning approach to detect Alzheimer using MRI images
gan: Oni, Farhan Anzum, et al.
Cyhoeddwyd: (2023)

Analyzing students’ concentration in online courses through Webcam
gan: Asif, Md., et al.
Cyhoeddwyd: (2024)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
gan: Ismail, Sayem Mohammad, et al.
Cyhoeddwyd: (2021)

Brain drain and brain gain

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
gan: Rahman, Afridi Ibn, et al.
Cyhoeddwyd: (2022)

Brain image fMRI data classification and graphical representation of visual object
gan: Tasneem, Nazifa Afroza, et al.
Cyhoeddwyd: (2019)

Two dimensional convolutional neural network CNN approach for detection of Bangla sign language
gan: Nag, Pollock, et al.
Cyhoeddwyd: (2023)

Nanotechnology advancement in the field of curing cancer
gan: Nayon, MD.Khalid Mahmud
Cyhoeddwyd: (2024)

Critical retinal disease detection from optical coherence tomography images by deep convolutional neural network and explainable machine learning
gan: Datta, Pranab, et al.
Cyhoeddwyd: (2021)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
gan: Khan, Farhan Sakib, et al.
Cyhoeddwyd: (2022)